A lil service that creates embeddings of posts, profiles, and avatars to store them in Qdrant
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1FROM nvidia/cuda:12.4.1-cudnn-runtime-ubuntu22.04 AS base 2 3ENV DEBIAN_FRONTEND=noninteractive 4ENV TZ=UTC 5ENV PYTHONUNBUFFERED=1 6 7RUN apt-get update && apt-get install -y --no-install-recommends \ 8 dumb-init \ 9 curl \ 10 build-essential \ 11 libsnappy-dev \ 12 zlib1g-dev \ 13 ca-certificates \ 14 && apt-get clean \ 15 && rm -rf /var/lib/apt/lists/* 16 17ADD https://astral.sh/uv/install.sh /uv-installer.sh 18 19RUN sh /uv-installer.sh && rm /uv-installer.sh 20 21ENV PATH="/root/.local/bin/:$PATH" 22 23WORKDIR /app 24 25COPY pyproject.toml uv.lock ./ 26 27RUN uv sync --frozen --no-dev 28 29COPY *.py ./ 30 31ENV METRICS_PORT=6009 32ENV EMBEDDING_DEVICE=cuda 33ENV NVIDIA_VISIBLE_DEVICES=all 34ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility 35 36EXPOSE 6009 37 38ENTRYPOINT ["/usr/bin/dumb-init", "--"] 39CMD ["uv", "run", "main.py"]